##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 254942  31.744%  (99.703% of non-spam corpus)
# Correctly spam:     488408  60.814%  (89.220% of spam corpus)
# False positives:       759  0.095%  (0.297% of nonspam, 120328 weighted)
# False negatives:     59014  7.348%  (10.780% of spam, 137299 weighted)
# Average score for spam:  14.0    nonspam: -2.4
# Average for false-pos:   7.4  false-neg: 2.3
# TOTAL:              803123  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31834  99.65%
# Correctly spam:      61053  89.30%
# False positives:       111  0.35%
# False negatives:      7317  10.70%
# TCR(l=50): 5.313593  SpamRecall: 89.298%  SpamPrec: 99.819%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 254378  99.48%
# Correctly spam:     342260  62.52%
# False positives:      1323  0.52%
# False negatives:    205162  37.48%
# TCR(l=50): 2.017684  SpamRecall: 62.522%  SpamPrec: 99.615%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31769  99.45%
# Correctly spam:      42738  62.51%
# False positives:       176  0.55%
# False negatives:     25632  37.49%
# TCR(l=50): 1.985653  SpamRecall: 62.510%  SpamPrec: 99.590%